Repository contains some SPSS software file

SPSS - I led a student consultant team for conducting market research in Parrish Library, Purdue Unversity.

Buliding a predictive model to help the banks in predicting the probability of a customer defaulting in the future based on the historic data is the ultimate objective of the project . For which structured methodology is followed, in which the historic data of the customers are cleaned , splitted for testing and training , independency are check…

• Visualized and analyzed data using statistical classification、data cleaning and modeling by Tableau、SPSS. • Used Pearson Correlation to summarize features of consumer behaviors and make predictions. • Created “Intellectual Consumption Index” to evaluate 395 student's behaviors by using factor analysis, collaborated with team members to present…

World Happiness Report - Data Analysis using SPSS and Excel

Speed Dating Experiment - Data analysis using SPSS and Excel

In this project regression model is used that pertains to a summary estimate to how strongly crude death rate is dependenton other factors such as current health expenditure, food safety, physicians density and legislation score and predict the crudedeath rate accordingly. Also, logistic regression model is used that pertains to a summary estima…

Exploring the main time series analysis approaches: Decomposition, Exponential smoothing, ARIMA models. Using Excel, Matlab, SPSS statistics.

Seminar Research Class at UTD for PhD students in Criminology

Data preparation and analyses for: "Arrived in power, and yet still disgruntled? How government inclusion moderates 'protest voting' for far-right populist parties in Europe"

This research suggests that implementation of a phased retirement program may be used as a tool to retain dedicated workers.

Proyecto de la materia de Seminario Integrador de Inteligencia de Negocios (Verano 2020)

SPSS to build decision tree, KNN and classification models

Applied Machine Learning and Natural Language Processing to build a Random Forest Classifier that filters malicious bots with 97% of accuracy.

Project for customer management in the Marketing Analytics Department of a large retail bank. The aim of this project is to know which marketing activity effectively retains customers. We have information about individual customer profitability (CLV) and a survey was conducted as well. A research model explaining/predicting individual customer p…

Multivariate analysis is conceptualized by tradition as the statistical study of experiments in which multiple measurements are made on each experimental unit and for which the relationship among multivariate measurements and their structure is important to the experiment's understanding. For instance, in analyzing financial instruments, the rel…

spss

Project-

Statistical Analysis on the Views of Americans in the field of science and technology development in the distinct future.